Deep learning for the AI industry
Yannis Kalantidis, Oriol Vinyals · UPCommons institutional repository (Universitat Politècnica de Catalunya) · 2018
Deep learning is powering a transformation in computational sciences and its industry.The classic paradigm of humans programming the computational operations is challenged today by neural networks capable of self-tunning based on large amounts of sensor data or simulated actions.The outstanding results in challenges such as computer vision or natural language is expanding to multiple other fields such as genomics, autonomous driving or energy management.This seminar presents the perspective from two leading labs, Google Deepmind and Facebook Research, that represent the currently vitality of the sector and the experience of open research from industry.